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A review of in-situ monitoring and process control system in metal-based laser additive manufacturing
Y Cai, J **ong, H Chen, G Zhang - Journal of Manufacturing Systems, 2023 - Elsevier
Metal-based laser additive manufacturing (MLAM) is receiving significant attention in
industrial fields due to its capacity to manufacture complex and high-performance metal …
industrial fields due to its capacity to manufacture complex and high-performance metal …
Chatter detection in milling processes—a review on signal processing and condition classification
Among the diverse challenges in machining processes, chatter has a significant detrimental
effect on surface quality and tool life, and it is a major limitation factor in achieving higher …
effect on surface quality and tool life, and it is a major limitation factor in achieving higher …
Center-based transfer feature learning with classifier adaptation for surface defect recognition
Y Shi, L Li, J Yang, Y Wang, S Hao - Mechanical Systems and Signal …, 2023 - Elsevier
Surface defect recognition using Deep Learning based computer vision techniques is an
important task in industrial manufacturing. However, surface images have different …
important task in industrial manufacturing. However, surface images have different …
Indirect monitoring of machining characteristics via advanced sensor systems: a critical review
On-line monitoring of the machining processes provides to detect the amount and type of
tool wear which is critical for the determination of remaining useful lifetime of cutting tool …
tool wear which is critical for the determination of remaining useful lifetime of cutting tool …
Online tool wear monitoring by super-resolution based machine vision
The tool condition has been a major concern in modern computer numerical control (CNC)
machining due to its direct effects on the quality of final product both in the surface and …
machining due to its direct effects on the quality of final product both in the surface and …
State-of-the-art review of applications of image processing techniques for tool condition monitoring on conventional machining processes
In conventional machining, one of the main tasks is to ensure that the required dimensional
accuracy and the desired surface quality of a part or product meet the customer needs. The …
accuracy and the desired surface quality of a part or product meet the customer needs. The …
Unveiling patterns: A study on semi-supervised classification of strip surface defects
As a critical intermediate material in the iron and steel industry, strip steel will inevitably have
various surface defects during its processing, which directly affects the service performance …
various surface defects during its processing, which directly affects the service performance …
Research on tool wear morphology and mechanism during turning nickel-based alloy GH4169 with PVD-TiAlN coated carbide tool
Tool wear affects tool life, dimensions, etc. However, tool wear mechanism was mainly
studied by the relevant references in the sharp wear stage, and tool wear morphology and …
studied by the relevant references in the sharp wear stage, and tool wear morphology and …
State-of-the-art review of machine learning applications in additive manufacturing; from design to manufacturing and property control
In this review, some of the latest applicable methods of machine learning (ML) in additive
manufacturing (AM) have been presented and the classification of the most common ML …
manufacturing (AM) have been presented and the classification of the most common ML …
[HTML][HTML] Methods for evaluating fracture patterns of polycrystalline materials based on the parameter analysis of ductile separation dimples: A review
Literature sources have been reviewed, various techniques, methods and software for
investigating fracture of polycrystalline materials have been subjected to the systematic …
investigating fracture of polycrystalline materials have been subjected to the systematic …